Ok, think about this: if you tell that to a friend it would sound really really sweet because it means you love this friend a lot, more than you usually love a friend.. but.. if you use that expression with your girlfriend, it would sound just too casual... at least for my taste !
Ex : Full moon, lots of stars, you and your "other half" (haha) are there, at some romantic place watching the wonderful night and you say " I LOVE YOU TO BITS " ... I'm sorry, but, as your girlfriend, I'd change my face dramatically into this look right here: O.o
^^